Nonlinear pictorial feedback systems may show either deterministic chaos in space and time or cooperative behavior. Specifically interesting is the evolution of stable patterns which show autoassociativity, i.e. which restore themselves after perturbation. We quantify the dynamics by crosscorrelation, entropy and energy.